[ Starburst Reviews ](https://www.g2.com/products/starburst/reviews) [ Starburst Reviews ](https://www.g2.com/products/starburst/reviews) # Starburst Features ##### ## Database (3) Real-Time Data Collection Collects, stores, and organizes massive, unstructured data in real time Data Distribution Facilitates the disseminating of collected big data throughout parallel computing clusters Data Lake Creates a repository to collect and store raw data from sensors, devices, machines, files, etc. Show More ##### ## Integrations (2) Hadoop Integration Aligns processing and distribution workflows on top of Apache Hadoop Spark Integration Aligns processing and distribution workflows on top of Apache Hadoop Show More ##### ## Platform (3) Machine Scaling Facilitates solution to run on and scale to a large number of machines and systems Data Preparation Curates collected data for big data analytics solutions to analyze, manipulate, and model Spark Integration Aligns processing and distribution workflows on top of Apache Hadoop Show More ##### ## Processing (2) Cloud Processing Moves big data collection and processing to the cloud Workload Processing Processes batch, real-time, and streaming data workloads in singular, multi-tenant, or cloud systems Show More ##### ## Data Transformation (5) Real-Time Analytics Facilitates analysis of high-volume, real-time data. Data Querying Allows user to query data through query languages like SQL. Reporting/Analytics View and track pertinent metrics to find patterns and gain insights from data Predictive Analytics Predict future data based on historical data sets Visual Analytics Interact with data visualization elements, such as charts and graphs, to drill down into data Show More ##### ## Connectivity (11) Hadoop Integration Aligns processing and distribution workflows on top of Apache Hadoop Multi-Source Analysis Integrates data from multiple external databases. Data Lake Facilitates the dissemination of collected big data throughout parallel computing clusters. Real-Time Data Receive data and information in real time Data Capture and Transfer Import, collect, and capture data from multiple sources Trend Analysis Review data from past periods to reveal recurring tendencies and predict future performance What-if Analysis Provides varying estimates based on different scenarios Statistical Analysis Apply statistical/mathematical models to sets of data Data Blending Merge data from multiple sources to a single data set Ad hoc Analysis Third-Party Integrations Set up connections to third-party platforms to improve business processes Show More ##### ## Operations (6) Data Visualization Processes data and represents interpretations in a variety of graphic formats. Data Workflow Strings together specific functions and datasets to automate analytics iterations. Governed Discovery Isolates certain datasets and facilitates management of data access. Embedded Analytics Allows big data tool to run and record data within external applications. Notebooks Use notebooks for tasks such as creating dashboards with predefined, scheduled queries and visualizations Data Discovery Discover and connect variety of data sources to the application for analysis Show More ##### ## Data Management (10) Data Integration Consolidates, Cleanses and Normalizes data from multiple disparate sources. Data Compression Helps save storage capacity and improves query performance. Data Quality Eliminates data inconsistency and duplications ensuring data integrity. Built-In Data Analytics SQL based analytics functions like Time series, pattern matching, geospatial analytics etc. In-Database Machine Learning Provides built in capabilities like machine learning algorithms, data preparation functions, model evaluation and management etc. Data Lake Analytics Allows data querying across data formats like parquet, ORC, JSON etc and analyze complex data types on HDFS ETL - Extract Transfer Load Process of extracting and moving data from multiple sources to a single and unified database Data Capture and Transfer Import, collect, and capture data from multiple sources Real-Time Analytics Analyze and gain insights into data in real-time Reporting/Analytics View and track pertinent metrics to find patterns and gain insights from data Show More ##### ## Integration (3) AI/ ML Integration Integrates with data science workflows, Machine Learning and artificial intelligence (AI) capabilities. BI Tool Integration Integrates with BI Tools to transform data into Actionable Insights. Data lake Integration Provides speed in data processing and capturing unstructured, semi-structured and streaming data. Show More ##### ## Deployment (2) On-Premise Provides On-Premise deployment options. Cloud Provides Cloud deployment options (private or public cloud, hybrid cloud). Show More ##### ## Performance (1) Scalability Manages huge volumes of data, upscale or downscale as per demand. Show More ##### ## Security (2) Data Governance Policies, procedures and standards to manage and access data. Data Security Restricts data access at a cell level, mask or hide parts of cells, and encrypt data at rest and in motion Show More ##### ## Generative AI (3) AI Text Generation Allows users to generate text based on a text prompt. AI Text Summarization Condenses long documents or text into a brief summary. Generative AI Use AI to generate content in the form of text, images, videos, etc. Show More ##### ## Additional Functionality (53) Parallel Processing Running multiple processors to handle separate parts of an overall task and manage complex tasks/computations. Ad hoc Analysis Multiple Data Sources Allows users to manage data from a number of sources API Application programming interface that allows for integration with other systems/databases In-Database Processing Blending and analysis of large data sets without moving data out of a database. Monitoring Observe and track the demand, usage, progress or quality of a system, product, or user Real-Time Reporting Active reporting of data and metrics Data Synchronization Synchronizing data between two or more devices/systems and automatically updating changes to maintain consistency Real-Time Monitoring Active monitoring of systems, applications, or networks Data Connectors Connect to big data sources Performance Metrics A set of indicators that tracks the performance of networks, applications, systems, teams, etc. Ad hoc Reporting Generate one-off reports that meet information requirements Alerts/Notifications Alerts or notifications of various types such as pop-up messages, sounds, banners, or badges Access Controls/Permissions Define levels of authorization for access to specific files or systems Drag & Drop Assemble applications and processes by dragging over and arranging pre-built components Data Visualization Graphical representation of data Data Import/Export Import and export data to and from software applications Match & Merge Looking at data from different sources and finding possible duplicates, or identical matches Data Transformation Translate EDI formats into data suitable for use with company applications. Secure Data Storage Securely stores data to prevent data loss or breaches Data Extraction Automatically retrieve and pull information from documents, websites, images, data sets, and other sources AI Copilot A virtual assistant that uses AI to pursue goals and complete tasks on behalf of users Customizable Reports Alter the layout and content of reports Activity Dashboard Dashboard to view the status of ongoing processes, identify current incidents and track past activities Data Migration Move from one database to another, or upgrade the version of database software being used In-Memory Processing Data Mapping Track the management and flow of data throughout the organization Data Warehousing Central repositories of integrated data from various sources Drag & Drop Assemble applications and processes by dragging over and arranging pre-built components Activity Dashboard Dashboard to view the status of ongoing processes, identify current incidents and track past activities Data Connectors Connect to big data sources Ad hoc Reporting Generate one-off reports that meet information requirements Customizable Reports Alter the layout and content of reports Alerts/Escalation System alerts about the need to escalate an issue or request Templates Sample files or documents that could be customized as needed or used as is Forecasting Form predictions based on past and present data/trends Data Migration Move from one database to another, or upgrade the version of database software being used Data Transformation Translate EDI formats into data suitable for use with company applications. Access Controls/Permissions Define levels of authorization for access to specific files or systems API Application programming interface that allows for integration with other systems/databases Data Cleansing Removes data that is incomplete, inaccurate, or irrelevant from a dataset Data Synchronization Synchronizing data between two or more devices/systems and automatically updating changes to maintain consistency AI Copilot A virtual assistant that uses AI to pursue goals and complete tasks on behalf of users Dashboard Creation Creation and customization of dashboards Data Extraction Automatically retrieve and pull information from documents, websites, images, data sets, and other sources Data Security Protect sensitive data for digital privacy SSL Security Security protocol that ensures secure, encrypted communication over the internet, safeguarding sensitive data from unauthorized access Collaboration Tools Provides a channel for team members to share media files, communicate, and work together No-Code Drag and drop/visual interfaces that allow non-tech users to build without writing code High Volume Processing Process and analyze large volume of data Database Support Supports common databases such as MySQL and Oracle Search/Filter Search and filter data across systems to locate required information by entering keywords or certain criteria Generative AI Use AI to generate content in the form of text, images, videos, etc. Show More ## Top-Rated Alternatives [ ![Dremio](https://images.g2crowd.com/uploads/product/hd_favicon/c182ac68b3200b9132e437ac22ff3d7e/dremio.svg "Dremio") Dremio 4.6/5(71) ](https://www.g2.com/products/dremio/reviews) [ ![Databricks](https://images.g2crowd.com/uploads/product/hd_favicon/135d1c9e39e19ef56dc8d0bf90fce20f/databricks.svg "Databricks") Databricks 4.6/5(1,363) ](https://www.g2.com/products/databricks/reviews) [ ![Snowflake](https://images.g2crowd.com/uploads/product/hd_favicon/1544409170/snowflake.svg "Snowflake") Snowflake 4.5/5(763) ](https://www.g2.com/products/snowflake/reviews) [ View All Alternatives ](https://www.g2.com/products/starburst/competitors/alternatives) Starburst Comparisons ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_d09f089519d1c3564aba96fb252fc66b/dremio.jpg "Product Avatar Image") Dremio 4.6/5(71) [ Compare Now ](https://www.g2.com/compare/dremio-vs-starburst) ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_18f10ac25966c6ac7bf78e59f9b3bd6e/denodo.jpeg "Product Avatar Image") Denodo 4.3/5(47) [ Compare Now ](https://www.g2.com/compare/denodo-vs-starburst) ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_a6c205d533dba77b318af96d91beb2ac/databricks.jpeg "Product Avatar Image") Databricks 4.6/5(1,363) [ Compare Now ](https://www.g2.com/compare/databricks-vs-starburst) ##### Categories on G2 [ Big Data Processing and Distribution ](https://www.g2.com/categories/big-data-processing-and-distribution)[ Big Data Analytics ](https://www.g2.com/categories/big-data-analytics)[ Data Warehouse ](https://www.g2.com/categories/data-warehouse) ##### Explore More [ Top EDI service providers for retail industry ](https://www.g2.com/discussions/who-are-the-top-edi-service-providers-for-the-retail-industry)[ Which Contact Center AI Observability platforms combine real-time alerts with historical trend analysis for detecting model drift over time? 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